Turn how your organization works into intelligence people and AI can trust.
Minarai captures expertise from people and documents, turns it into reviewed processes and rules, checks real work against them, and grounds expert agents in the same evidence.
One operational model
Evidence in. Trusted use out.
Minarai core
Reviewed operational knowledge
A visible evidence chain
Expert step + policy rule + observed activity → reviewed finding
Choose your starting point
Start with the problem already on your desk.
Each capability stands on its own as an entry point. Underneath, every reviewed result contributes to the same operational model—so the second use case starts with knowledge you already trust.
Capture expertise
Knowledge Interviews
Interview the people who know the work and turn their judgement into reviewed processes, practices, and training material.
Understand documents
Document Intelligence
Turn SOPs, policies, forms, and spreadsheets into cited, reviewable process and rule knowledge—not just extracted text.
Assure real work
Process & Policy Assurance
Compare captured activity with accepted processes and rules. Explain deviations with the evidence needed to act.
Equip expert agents
Domain Expert Agents
Ground expert assistance in accepted operational knowledge, with citations, uncertainty, escalation, and an auditable feedback path.
The shared advantage
One core. More value with every entry point.
Capture
Governed operational knowledge
Evidence
Proposals
Human review
Accepted truth
Use
The platform proof
Follow one finding all the way back to reality.
The strongest Minarai story is not a longer feature list. It is one assurance finding that cites the policy rule extracted from a document, the reference step captured from an expert, and the activity that differed.
Expert evidence
Approval happens before release
Policy evidence
Threshold rule · Section 4.2
Observed activity
Release recorded before approval
Finding: sequence differs
A reviewer decides whether this is a gap, an exception, or a better way that should update the reference.
Start narrow. Expand naturally.